Amazon SageMaker Autopilot vs EvalML
Amazon SageMaker Autopilot
aws.amazon.com
EvalML
evalml.alteryx.comSide by side
| Figure | Amazon SageMaker Autopilot | EvalML |
|---|---|---|
| Price from | Free | — |
| Free plan | Yes | — |
| Free trial | Yes | — |
| Open source | — | — |
| Web | Yes | — |
| Windows | — | Yes |
| macOS | — | Yes |
| Linux | — | Yes |
| API | Yes | Yes |
| Self-hosted | — | Yes |
| Plans published | 5 | 0 |
| Spec score · AutoML Software | 8.7 (#3) | 7.8 (#13) |
| Founded | 2024 | 1997 |
| Headquarters | Seattle, Washington, United States | Irvine, California, United States |
| Purpose | Autopilot automatically creates machine learning models with full visibility and is now in SageMaker Canvas. | EvalML is an AutoML library that builds, optimizes, and evaluates machine learning pipelines using domain-specific objective functions. |
| Support | AWS provides support plans with proactive guidance, issue resolution, and tools. | The project directs users to Stack Overflow for usage questions, GitHub issues for bugs and feature requests, Slack for development discussion, and [email protected] for other questions. |
| What it does | Amazon SageMaker Autopilot automates data inspection, preprocessing, feature engineering, algorithm selection, model training, tuning, evaluation and ranking for machine-learning projects. | EvalML is an AutoML library that builds, optimizes, and evaluates machine-learning pipelines using domain-specific objective functions. |
Plans
Amazon SageMaker Autopilot
- On-demandPriced on request
- Savings PlansPriced on request
- Amazon SageMaker AI pay-as-you-goFree
- SageMaker AI Free TierFree
- On-demand SageMaker AIPrice not published
In their own words
Amazon SageMaker Autopilot
Amazon SageMaker Autopilot has no write-up on Specifiction yet; its figures are above.